falcon-xu / DeViT
PyTorch implementation of the paper: Decomposing Vision Transformers for Collaborative Inference in Edge Devices
☆9Updated last month
Related projects: ⓘ
- Code for paper "Joint Architecture Design and Workload Partitioning for DNN Inference on Industrial IoT Clusters"☆10Updated last year
- The implementation of paper : RTCoInfer: Real-time Edge-Cloud Collaborative CNN Inference for Stream Analytics on Ubiquitous Images☆13Updated last year
- PyTorch implementation of the paper: Multi-Agent Collaborative Inference via DNN Decoupling: Intermediate Feature Compression and Edge Le…☆25Updated 10 months ago
- DNN_Partition辅助工具,用于对pytorch模型进行简单的性能分析以及支持模型切分☆11Updated 3 years ago
- This project will realize experiments about BranchyNet partitioning using pytorch framework☆28Updated 4 years ago
- A DNN model partition demo☆30Updated 4 years ago
- Autodidactic Neurosurgeon Collaborative Deep Inference for Mobile Edge Intelligence via Online Learning☆35Updated 3 years ago
- ☆10Updated this week
- ☆12Updated 4 years ago
- 云边协同- collaborative inference📚Dynamic adaptive DNN surgery for inference acceleration on the edge☆26Updated last year
- Code for paper "JMDC: A Joint Model and Data Compression System for Deep Neural Networks Collaborative Computing in Edge-Cloud Networks"☆17Updated last year
- Auto-Split: A General Framework of Collaborative Edge-Cloud AI☆13Updated 3 years ago
- ☆15Updated this week
- [IEEE Access] "Head Network Distillation: Splitting Distilled Deep Neural Networks for Resource-constrained Edge Computing Systems" and […☆32Updated last year
- ☆20Updated last year
- Code for paper "Locally Distributed Deep Learning Inference on Edge Device Clusters"☆13Updated last year
- Deep Compressive Offloading: Speeding Up Neural Network Inference by Trading Edge Computation for Network Latency☆25Updated 3 years ago
- ☆22Updated 3 years ago
- A Distributed Camera System for Inference Scheduling and Continuous Learning in Video Analytics☆14Updated last year
- [WACV 2022] "Supervised Compression for Resource-Constrained Edge Computing Systems"☆29Updated last year
- A curated list of research in System for Edge Intelligence and Computing(Edge MLSys), including Frameworks, Tools, Repository, etc. Paper…☆23Updated 2 years ago
- Pytorch-based early exit network inspired by branchynet☆27Updated last year
- ☆10Updated last year
- 云边协同- collaborative inference 📚Neurosurgeon: Collaborative Intelligence Between the Cloud and Mobile Edge☆55Updated last year
- [EMSOFT 2022] Adaptive Edge Offloading for Image Classification Under Rate Limit☆12Updated last year
- 基于提前退出部分样本原理而实现的带分支网络(supported by chainer)☆41Updated 5 years ago
- [TMC'22] SplitPlace: AI Augmented Splitting and Placement of Large-Scale Neural Networks in Mobile Edge Environments☆16Updated last year
- [ICPR 2020] "Neural Compression and Filtering for Edge-assisted Real-time Object Detection in Challenged Networks" and [ACM MobiCom EMDL …☆25Updated last year
- 2-stage pruning to favor distributed inference (local device compute half of the model, upload the feature for further computing on stron…☆23Updated 6 years ago
- This is a repository for the implementation of the paper "Green, Quantized Federated Learning over Wireless Networks: An Energy-Efficient…☆11Updated last year